Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "145" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 103 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 101 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459920 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459919 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.138118 | 1.639333 | -0.323649 | 5.310935 | -0.107224 | 0.722110 | 0.496721 | 0.921571 | 0.6810 | 0.6361 | 0.3997 | nan | nan |
| 2459918 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.374735 | 1.959131 | -0.447312 | 5.235606 | -0.518235 | 7.203206 | 0.457468 | 0.692849 | 0.6903 | 0.6488 | 0.4053 | nan | nan |
| 2459917 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.157591 | 0.786146 | -0.290673 | 4.992481 | 2.490080 | 25.382843 | 0.134419 | 0.590497 | 0.7198 | 0.6884 | 0.4560 | nan | nan |
| 2459916 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.065325 | 1.597898 | -0.161307 | 5.697089 | 0.143956 | 8.348726 | 0.219577 | 0.624670 | 0.6888 | 0.6451 | 0.4099 | nan | nan |
| 2459915 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.360662 | 0.736170 | -0.318344 | 5.379313 | -0.626959 | 15.184435 | -0.081124 | 1.189357 | 0.7292 | 0.6999 | 0.3535 | nan | nan |
| 2459914 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.478898 | 0.859359 | -0.514957 | 5.300403 | -0.410305 | 13.991791 | 0.300790 | 3.871581 | 0.7487 | 0.7320 | 0.2982 | nan | nan |
| 2459913 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.176995 | 1.212055 | -0.484696 | 4.332601 | 0.000304 | 12.515963 | 0.460054 | 0.876886 | 0.7125 | 0.6779 | 0.4005 | nan | nan |
| 2459912 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.231886 | 1.221054 | -0.510831 | 4.705533 | -0.402868 | 14.111446 | -0.210814 | 2.132694 | 0.6849 | 0.6587 | 0.4044 | nan | nan |
| 2459911 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.280558 | 1.439476 | -0.357491 | 5.597804 | -0.080014 | 4.708136 | -0.097011 | 0.269927 | 0.6817 | 0.6436 | 0.4129 | nan | nan |
| 2459910 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.111139 | 2.027789 | -0.287132 | 5.970478 | -0.303406 | 13.554015 | -0.314967 | 0.307350 | 0.6851 | 0.6343 | 0.4144 | nan | nan |
| 2459909 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.173249 | 2.127766 | -0.320529 | 5.897423 | -0.374651 | 10.040543 | 0.122580 | 0.533800 | 0.6831 | 0.6310 | 0.4152 | nan | nan |
| 2459908 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.220291 | 2.401379 | -0.236784 | 5.967939 | 0.541163 | 13.514522 | 0.135543 | 0.671139 | 0.6890 | 0.6293 | 0.4174 | nan | nan |
| 2459907 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.146948 | 2.594312 | -0.428771 | 6.493747 | -0.109789 | 18.283627 | -0.159051 | 0.953222 | 0.6868 | 0.6205 | 0.4169 | nan | nan |
| 2459906 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.224253 | 2.463289 | -0.586321 | 6.341510 | -0.511372 | 14.506363 | 0.533357 | 1.863732 | 0.6777 | 0.6302 | 0.4112 | nan | nan |
| 2459905 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.199990 | 1.627408 | -0.690549 | 5.573219 | -0.449182 | 14.710911 | 0.253463 | 0.562029 | 0.6683 | 0.6369 | 0.4103 | nan | nan |
| 2459904 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.264166 | 2.192483 | -0.562679 | 6.627019 | -0.128422 | 12.758338 | 0.969468 | 1.881097 | 0.6697 | 0.6285 | 0.4057 | nan | nan |
| 2459903 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.128749 | 2.858909 | -0.448728 | 7.377188 | 0.644292 | 16.602506 | 0.887379 | 2.880010 | 0.6762 | 0.5971 | 0.4252 | nan | nan |
| 2459902 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.265417 | 3.175593 | -0.716182 | 7.144147 | -0.177953 | 20.849707 | 0.245144 | 0.578633 | 0.6817 | 0.6104 | 0.4119 | nan | nan |
| 2459901 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.283577 | 2.894671 | -0.563471 | 6.376707 | 0.018380 | 18.119662 | -0.119713 | 1.062322 | 0.6695 | 0.6057 | 0.4272 | nan | nan |
| 2459900 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.218543 | 2.345066 | -0.565018 | 6.433977 | 1.630387 | 17.112047 | -0.158258 | 2.077404 | 0.6384 | 0.5957 | 0.3513 | nan | nan |
| 2459898 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.204058 | 1.914306 | -0.550899 | 6.356678 | 1.527521 | 17.940288 | 0.512601 | 3.490714 | 0.6828 | 0.6236 | 0.4154 | nan | nan |
| 2459897 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -1.080691 | 2.013236 | -0.641659 | 6.462420 | 0.486866 | 18.308714 | 0.119600 | 1.487419 | 0.0977 | 0.1255 | 0.0490 | nan | nan |
| 2459896 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -1.165292 | 2.389089 | -0.632870 | 7.062307 | 1.173860 | 28.530391 | -0.083396 | 0.662676 | 0.0959 | 0.1194 | 0.0485 | nan | nan |
| 2459895 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -1.367757 | 1.010433 | -0.794820 | 6.911587 | -0.936273 | 5.319509 | 0.114957 | 5.750647 | 0.1067 | 0.1281 | 0.0278 | nan | nan |
| 2459894 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -1.507610 | 1.550197 | -0.783084 | 5.150968 | -1.089096 | 6.695868 | -0.115915 | 0.099012 | 0.0993 | 0.1228 | 0.0443 | nan | nan |
| 2459893 | RF_maintenance | 100.00% | 38.49% | 38.49% | 0.00% | - | - | -1.242617 | 2.619621 | -0.579407 | 6.244653 | 2.545190 | 15.480541 | 1.009178 | 2.562080 | 0.4832 | 0.4576 | 0.2666 | nan | nan |
| 2459892 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.288866 | 2.558393 | -0.556333 | 7.360159 | 1.880403 | 20.882873 | -0.048077 | 1.116331 | 0.6920 | 0.6259 | 0.4074 | nan | nan |
| 2459891 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.136259 | 2.036867 | -0.761043 | 6.844771 | 2.268282 | 15.074731 | 0.206057 | 2.038483 | 0.6861 | 0.6359 | 0.4055 | nan | nan |
| 2459890 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.424644 | 1.019190 | -0.827164 | 7.062189 | -0.919159 | 11.314030 | -0.255252 | -0.243309 | 0.6894 | 0.6504 | 0.3991 | nan | nan |
| 2459889 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.423460 | 2.166612 | -0.807554 | 6.447338 | 2.099596 | 15.445106 | 0.170920 | 1.717242 | 0.6956 | 0.6413 | 0.4000 | nan | nan |
| 2459888 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.258516 | 2.480730 | -0.382270 | 8.430677 | 2.513290 | 16.036604 | -0.427783 | 0.844253 | 0.7114 | 0.6445 | 0.3949 | nan | nan |
| 2459887 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.255950 | 3.396621 | 0.715900 | 8.896650 | 1.784788 | 7.561690 | -0.111246 | 0.784252 | 0.6927 | 0.6051 | 0.4181 | nan | nan |
| 2459886 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.190452 | 4.796866 | 0.633009 | 8.311354 | 2.199775 | 2.862598 | 1.307316 | 5.190615 | 0.7785 | 0.6732 | 0.3529 | nan | nan |
| 2459885 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -2.125685 | 4.805676 | -0.638863 | 41.357180 | 1.781412 | 25.333687 | 0.179535 | 4.686241 | 0.7469 | 0.6709 | 0.3541 | nan | nan |
| 2459884 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.289077 | 2.636058 | -0.429180 | 8.585463 | 3.182013 | 18.816031 | -0.179142 | 0.657720 | 0.6963 | 0.5941 | 0.4221 | nan | nan |
| 2459883 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.720332 | 4.529835 | -1.062022 | 39.068189 | 3.659093 | 22.127145 | 0.875758 | 2.967531 | 0.6986 | 0.6046 | 0.4084 | nan | nan |
| 2459882 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -2.657911 | 5.329696 | 0.659390 | 35.359567 | -0.303498 | 17.250670 | 0.235187 | 0.634373 | 0.7025 | 0.6516 | 0.3853 | nan | nan |
| 2459881 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.420039 | 3.266442 | -0.658535 | 42.949093 | 1.515822 | 31.129946 | 2.105246 | 9.901978 | 0.7351 | 0.6930 | 0.3335 | nan | nan |
| 2459880 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.848651 | 4.267133 | -0.975560 | 39.118765 | 2.509567 | 23.166445 | 0.096937 | 0.955477 | 0.6945 | 0.6132 | 0.4107 | nan | nan |
| 2459879 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.992607 | 1.762277 | -0.045727 | 7.632874 | 0.975304 | 13.949751 | 0.951879 | 2.298661 | 0.6780 | 0.5911 | 0.4322 | nan | nan |
| 2459878 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.556693 | 4.271769 | 0.210743 | 46.843816 | 9.137697 | 31.433387 | 0.712548 | 4.461783 | 0.6816 | 0.6156 | 0.4194 | nan | nan |
| 2459876 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.641282 | 5.777064 | 0.728805 | 35.931553 | 8.415702 | 12.733859 | 0.874373 | 3.368253 | 0.7003 | 0.6039 | 0.4117 | nan | nan |
| 2459875 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -2.285268 | 3.363210 | 1.872756 | 38.089531 | 2.348009 | 19.410308 | -0.104608 | 1.845440 | 0.7113 | 0.6707 | 0.4015 | nan | nan |
| 2459874 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -2.431548 | 6.665468 | -0.167261 | 22.891403 | 6.185049 | 31.760531 | 0.996059 | 3.186097 | 0.6958 | 0.6034 | 0.4063 | nan | nan |
| 2459873 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -2.053629 | 2.423407 | 1.018837 | 22.402489 | 2.305900 | 22.670854 | -0.470460 | 0.800237 | 0.7099 | 0.6467 | 0.3893 | nan | nan |
| 2459872 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -2.048935 | 3.293275 | 1.513506 | 30.780550 | 5.234541 | 11.163776 | 0.603257 | 1.236474 | 0.0618 | 0.0837 | 0.0087 | nan | nan |
| 2459871 | RF_maintenance | 100.00% | 50.38% | 50.38% | 0.00% | - | - | -1.853336 | 2.662408 | 1.099649 | 34.734168 | 3.044203 | 22.863050 | 0.114518 | 0.018239 | 0.3895 | 0.3535 | 0.1771 | nan | nan |
| 2459870 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -2.249347 | 5.493381 | -0.269622 | 30.540090 | 14.311064 | 42.298142 | 1.940210 | 4.549798 | 0.7152 | 0.6173 | 0.4000 | nan | nan |
| 2459869 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.884007 | 6.072281 | -0.598863 | 33.778296 | 8.092809 | 12.551133 | 0.490580 | 1.938450 | 0.7247 | 0.6315 | 0.3928 | nan | nan |
| 2459868 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -2.129127 | 3.813391 | 0.413327 | 37.347730 | 3.075640 | 19.319958 | 0.779226 | 2.169530 | 0.7070 | 0.6428 | 0.4002 | nan | nan |
| 2459867 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.510837 | 1.832691 | 0.063339 | 25.329590 | 5.716580 | 19.644125 | 0.493576 | 1.296976 | 0.7179 | 0.6601 | 0.3990 | nan | nan |
| 2459866 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.853986 | 1.929141 | -0.501026 | 22.884550 | 7.783273 | 38.605682 | 0.183482 | 1.041940 | 0.7166 | 0.6612 | 0.3909 | nan | nan |
| 2459865 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.624774 | 1.235267 | 19.828902 | 16.760337 | -0.274060 | 27.841576 | 3.710749 | 2.733722 | 0.7320 | 0.6980 | 0.3664 | nan | nan |
| 2459864 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.503634 | 2.347678 | 23.316980 | 5.545129 | 3.824460 | 15.977444 | -4.799643 | 4.185467 | 0.7126 | 0.6786 | 0.4014 | nan | nan |
| 2459863 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.957114 | 0.308628 | 3.808848 | 1.175759 | 0.298092 | 20.194279 | -3.179623 | 2.385544 | 0.7099 | 0.6786 | 0.3927 | nan | nan |
| 2459862 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 5.693468 | 0.763715 | 28.036900 | 1.542576 | 6.171039 | 14.614578 | -1.643091 | 0.127474 | 0.0620 | 0.0600 | 0.0111 | nan | nan |
| 2459861 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 2.692752 | -0.193782 | 2.426712 | 1.028843 | -0.742770 | 14.296566 | -3.284089 | 2.527686 | 0.0617 | 0.0596 | 0.0114 | nan | nan |
| 2459860 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.869032 | 0.157684 | 21.043202 | 2.175401 | 6.979349 | 17.075770 | -2.204750 | 0.396069 | 0.7253 | 0.6901 | 0.3989 | nan | nan |
| 2459859 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 2.655465 | -0.264339 | 2.559757 | 0.632851 | -0.311848 | 10.227307 | -2.427630 | -0.197247 | 0.7288 | 0.6988 | 0.3922 | nan | nan |
| 2459858 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.539761 | 12.063600 | 9.264320 | 10.032058 | 2.350958 | 2.993512 | 2.092090 | 3.714580 | 0.0344 | 0.0277 | 0.0042 | 1.219724 | 1.216986 |
| 2459857 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 6.107126 | 6.071319 | 1.639998 | 1.664279 | 0.708562 | 2.167885 | 6.089194 | 10.288762 | 0.0243 | 0.0237 | 0.0005 | nan | nan |
| 2459856 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.717493 | 18.435981 | 23.391618 | 24.703677 | 6.754173 | 12.379639 | 2.752020 | 5.159782 | 0.0355 | 0.0295 | 0.0038 | 1.245077 | 1.229050 |
| 2459855 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.513840 | 18.131662 | 24.447338 | 25.574905 | 2.694104 | 4.308249 | 1.200057 | 2.022831 | 0.0349 | 0.0276 | 0.0049 | 1.253692 | 1.254401 |
| 2459854 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.527247 | 16.539790 | 18.729190 | 19.518094 | 3.820704 | 4.254613 | 3.666695 | 5.547847 | 0.0357 | 0.0276 | 0.0050 | 1.311821 | 1.310610 |
| 2459853 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.797400 | 16.141653 | 25.440133 | 27.072548 | 7.129205 | 11.101348 | 3.615199 | 5.600732 | 0.0370 | 0.0281 | 0.0058 | 1.272970 | 1.262842 |
| 2459852 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.543759 | 17.335743 | 26.246330 | 28.235116 | 15.691383 | 19.884723 | 16.796230 | 16.625922 | 0.0316 | 0.0277 | 0.0027 | 1.254643 | 1.246249 |
| 2459851 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.810431 | 21.412030 | 26.943668 | 30.238637 | 21.555024 | 43.568945 | 13.681489 | 22.617809 | 0.0604 | 0.0335 | 0.0179 | 0.000000 | 0.000000 |
| 2459850 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.173878 | 19.038820 | 23.284110 | 25.171929 | 10.331014 | 19.879524 | 6.810414 | 18.552326 | 0.0323 | 0.0262 | 0.0029 | 1.254739 | 1.248092 |
| 2459849 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.269858 | 17.545133 | 46.992663 | 49.779175 | 7.143886 | 13.020862 | 3.932110 | 7.943867 | 0.0332 | 0.0269 | 0.0040 | 1.306239 | 1.311177 |
| 2459848 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.950043 | 15.716444 | 30.190289 | 32.483180 | 14.349885 | 21.910181 | 3.021592 | 5.438007 | 0.0332 | 0.0273 | 0.0035 | 1.287024 | 1.286307 |
| 2459847 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.063976 | 18.236603 | 28.173262 | 30.644869 | 21.839717 | 28.289154 | 1.248805 | 2.319988 | 0.0306 | 0.0261 | 0.0029 | 1.428119 | 1.397187 |
| 2459846 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 25.598044 | 26.921482 | 34.110751 | 35.623202 | 21.700307 | 21.054441 | 4.910120 | 5.170811 | 0.0303 | 0.0262 | 0.0028 | 1.105052 | 1.102850 |
| 2459845 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.591885 | 20.063396 | 39.973771 | 41.970501 | 10.160841 | 16.701029 | 2.110989 | 3.212976 | 0.0392 | 0.0293 | 0.0063 | 1.288063 | 1.197049 |
| 2459844 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 12.943248 | 14.745030 | 7.173619 | 8.772988 | 2.387549 | 5.226332 | 9.297327 | 15.299309 | 0.0242 | 0.0235 | 0.0006 | nan | nan |
| 2459843 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 18.409762 | 20.303096 | 19.421440 | 20.735284 | 64.435477 | 71.027872 | 1.810740 | 3.783885 | 0.0359 | 0.0280 | 0.0052 | 0.000000 | 0.000000 |
| 2459842 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.768083 | 13.878954 | 8.973454 | 10.093885 | -0.065386 | -0.497074 | 0.897022 | 2.099702 | 0.0318 | 0.0261 | 0.0040 | 1.314942 | 1.277419 |
| 2459841 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 12.873199 | 15.038851 | 5.006531 | 5.982598 | 2.882556 | 9.044397 | 6.230954 | 11.919863 | 0.0243 | 0.0234 | 0.0008 | nan | nan |
| 2459840 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 138.974675 | 248.321622 | 82.641541 | 63.090882 | 834.849376 | 436.648437 | 1895.115839 | 960.565159 | 0.0174 | 0.0164 | 0.0009 | nan | nan |
| 2459839 | RF_maintenance | 100.00% | - | - | - | - | - | -0.082782 | -0.185277 | 0.692518 | 0.761510 | 2.436369 | 2.611578 | 7.314513 | 12.063041 | nan | nan | nan | nan | nan |
| 2459838 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.708610 | 20.188742 | 22.699934 | 24.182163 | 19.987524 | 29.936743 | 1.747508 | 3.022445 | 0.0353 | 0.0347 | -0.0008 | 1.668073 | 1.614956 |
| 2459836 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0359 | 0.0367 | 0.0014 | nan | nan |
| 2459835 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 2.236223 | 2.540156 | 2.417118 | 2.871184 | 0.005665 | 1.013407 | 0.453573 | 1.422648 | 0.0368 | 0.0391 | 0.0014 | nan | nan |
| 2459833 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 5.281541 | 5.548642 | 3.569437 | 3.883585 | 3.470413 | 3.949889 | 8.665463 | 15.031987 | 0.0304 | 0.0280 | 0.0014 | nan | nan |
| 2459832 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 32.719707 | 36.051376 | 25.373934 | 26.502639 | 14.000491 | 11.681720 | 2.629450 | 3.708079 | 0.0338 | 0.0334 | -0.0001 | 1.415884 | 1.393583 |
| 2459831 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.430564 | -0.075764 | 0.482342 | 0.707301 | 1.221098 | 1.594579 | 5.098963 | 9.330118 | 0.0302 | 0.0269 | 0.0022 | nan | nan |
| 2459830 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 33.108987 | 35.195940 | 36.142477 | 37.661930 | 39.959586 | 36.055827 | 5.803271 | 7.890274 | 0.0327 | 0.0336 | -0.0003 | 1.465677 | 1.455725 |
| 2459829 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 29.973045 | 33.880626 | 29.486145 | 30.728641 | 28.960016 | 32.126804 | 7.732048 | 10.585756 | 0.0354 | 0.0360 | -0.0002 | 0.000000 | 0.000000 |
| 2459828 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 26.812805 | 28.551124 | 31.736176 | 32.793893 | 36.741558 | 33.282099 | 12.320504 | 15.776048 | 0.0352 | 0.0361 | -0.0002 | 0.000000 | 0.000000 |
| 2459827 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.787587 | 26.357786 | 35.830248 | 37.477815 | 24.717795 | 26.295294 | 1.205963 | 2.058728 | 0.0328 | 0.0329 | -0.0005 | 0.000000 | 0.000000 |
| 2459826 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 25.104239 | 26.268427 | 40.098552 | 41.295345 | 49.069550 | 45.268313 | 8.031363 | 9.568767 | 0.0347 | 0.0358 | -0.0005 | 0.000000 | 0.000000 |
| 2459825 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 27.909271 | 28.688939 | 32.099714 | 33.120493 | 30.887450 | 29.005885 | 5.932486 | 6.099743 | 0.0346 | 0.0360 | -0.0002 | 0.000000 | 0.000000 |
| 2459824 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.999920 | 19.494547 | 25.670322 | 26.915124 | 14.132546 | 21.613482 | 7.748650 | 8.739996 | 0.0330 | 0.0336 | -0.0004 | 0.000000 | 0.000000 |
| 2459823 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 24.855238 | 24.998723 | 47.569887 | 48.813595 | 34.491916 | 35.959935 | 29.561307 | 33.568126 | 0.0320 | 0.0326 | -0.0006 | 0.000000 | 0.000000 |
| 2459822 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 25.910411 | 26.400676 | 43.597711 | 44.878161 | 30.912088 | 29.573381 | 1.211334 | 1.433994 | 0.0337 | 0.0343 | -0.0006 | 1.301422 | 1.320840 |
| 2459821 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 27.043631 | 28.462165 | 44.737825 | 45.797061 | 27.774969 | 27.513469 | 0.873715 | 1.260107 | 0.0335 | 0.0344 | -0.0007 | 0.862240 | 0.859971 |
| 2459820 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 22.852123 | 25.536558 | 35.812566 | 37.406924 | 66.725835 | 69.528261 | 4.851205 | 7.035820 | 0.0395 | 0.0391 | -0.0005 | 1.414828 | 1.439934 |
| 2459817 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.398527 | 24.272150 | 43.373229 | 44.360800 | 36.556973 | 36.764641 | 4.280948 | 4.647267 | 0.0364 | 0.0392 | -0.0002 | 1.551477 | 1.630526 |
| 2459816 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 18.680370 | 20.588121 | 43.558438 | 45.239475 | 46.797922 | 45.128690 | 7.736229 | 10.434667 | 0.0354 | 0.0368 | -0.0004 | 1.542492 | 1.600009 |
| 2459815 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 22.204027 | 22.718451 | 47.408158 | 48.682536 | 47.690563 | 47.853808 | 10.631553 | 14.565946 | 0.0349 | 0.0369 | -0.0003 | 1.492571 | 1.496470 |
| 2459814 | RF_maintenance | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459813 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 29.710913 | 31.539008 | 29.894233 | 30.843584 | 84.071126 | 85.375811 | 8.408665 | 11.261623 | 0.0356 | 0.0382 | 0.0000 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 5.310935 | -1.138118 | 1.639333 | -0.323649 | 5.310935 | -0.107224 | 0.722110 | 0.496721 | 0.921571 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 7.203206 | 1.959131 | -1.374735 | 5.235606 | -0.447312 | 7.203206 | -0.518235 | 0.692849 | 0.457468 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 25.382843 | 0.786146 | -1.157591 | 4.992481 | -0.290673 | 25.382843 | 2.490080 | 0.590497 | 0.134419 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 8.348726 | -1.065325 | 1.597898 | -0.161307 | 5.697089 | 0.143956 | 8.348726 | 0.219577 | 0.624670 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 15.184435 | -1.360662 | 0.736170 | -0.318344 | 5.379313 | -0.626959 | 15.184435 | -0.081124 | 1.189357 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 13.991791 | -1.478898 | 0.859359 | -0.514957 | 5.300403 | -0.410305 | 13.991791 | 0.300790 | 3.871581 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 12.515963 | 1.212055 | -1.176995 | 4.332601 | -0.484696 | 12.515963 | 0.000304 | 0.876886 | 0.460054 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 14.111446 | 1.221054 | -1.231886 | 4.705533 | -0.510831 | 14.111446 | -0.402868 | 2.132694 | -0.210814 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 5.597804 | 1.439476 | -1.280558 | 5.597804 | -0.357491 | 4.708136 | -0.080014 | 0.269927 | -0.097011 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 13.554015 | 2.027789 | -1.111139 | 5.970478 | -0.287132 | 13.554015 | -0.303406 | 0.307350 | -0.314967 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 10.040543 | 2.127766 | -1.173249 | 5.897423 | -0.320529 | 10.040543 | -0.374651 | 0.533800 | 0.122580 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 13.514522 | -1.220291 | 2.401379 | -0.236784 | 5.967939 | 0.541163 | 13.514522 | 0.135543 | 0.671139 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 18.283627 | 2.594312 | -1.146948 | 6.493747 | -0.428771 | 18.283627 | -0.109789 | 0.953222 | -0.159051 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 14.506363 | 2.463289 | -1.224253 | 6.341510 | -0.586321 | 14.506363 | -0.511372 | 1.863732 | 0.533357 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 14.710911 | 1.627408 | -1.199990 | 5.573219 | -0.690549 | 14.710911 | -0.449182 | 0.562029 | 0.253463 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 12.758338 | 2.192483 | -1.264166 | 6.627019 | -0.562679 | 12.758338 | -0.128422 | 1.881097 | 0.969468 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 16.602506 | 2.858909 | -1.128749 | 7.377188 | -0.448728 | 16.602506 | 0.644292 | 2.880010 | 0.887379 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 20.849707 | -1.265417 | 3.175593 | -0.716182 | 7.144147 | -0.177953 | 20.849707 | 0.245144 | 0.578633 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 18.119662 | -1.283577 | 2.894671 | -0.563471 | 6.376707 | 0.018380 | 18.119662 | -0.119713 | 1.062322 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 17.112047 | -1.218543 | 2.345066 | -0.565018 | 6.433977 | 1.630387 | 17.112047 | -0.158258 | 2.077404 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 17.940288 | 1.914306 | -1.204058 | 6.356678 | -0.550899 | 17.940288 | 1.527521 | 3.490714 | 0.512601 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 18.308714 | 2.013236 | -1.080691 | 6.462420 | -0.641659 | 18.308714 | 0.486866 | 1.487419 | 0.119600 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 28.530391 | 2.389089 | -1.165292 | 7.062307 | -0.632870 | 28.530391 | 1.173860 | 0.662676 | -0.083396 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 6.911587 | -1.367757 | 1.010433 | -0.794820 | 6.911587 | -0.936273 | 5.319509 | 0.114957 | 5.750647 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 6.695868 | 1.550197 | -1.507610 | 5.150968 | -0.783084 | 6.695868 | -1.089096 | 0.099012 | -0.115915 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 15.480541 | -1.242617 | 2.619621 | -0.579407 | 6.244653 | 2.545190 | 15.480541 | 1.009178 | 2.562080 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 20.882873 | 2.558393 | -1.288866 | 7.360159 | -0.556333 | 20.882873 | 1.880403 | 1.116331 | -0.048077 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 15.074731 | -1.136259 | 2.036867 | -0.761043 | 6.844771 | 2.268282 | 15.074731 | 0.206057 | 2.038483 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 11.314030 | 1.019190 | -1.424644 | 7.062189 | -0.827164 | 11.314030 | -0.919159 | -0.243309 | -0.255252 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 15.445106 | -1.423460 | 2.166612 | -0.807554 | 6.447338 | 2.099596 | 15.445106 | 0.170920 | 1.717242 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 16.036604 | 2.480730 | -1.258516 | 8.430677 | -0.382270 | 16.036604 | 2.513290 | 0.844253 | -0.427783 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 8.896650 | 3.396621 | -1.255950 | 8.896650 | 0.715900 | 7.561690 | 1.784788 | 0.784252 | -0.111246 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 8.311354 | -1.190452 | 4.796866 | 0.633009 | 8.311354 | 2.199775 | 2.862598 | 1.307316 | 5.190615 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 41.357180 | 4.805676 | -2.125685 | 41.357180 | -0.638863 | 25.333687 | 1.781412 | 4.686241 | 0.179535 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 18.816031 | 2.636058 | -1.289077 | 8.585463 | -0.429180 | 18.816031 | 3.182013 | 0.657720 | -0.179142 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 39.068189 | 4.529835 | -1.720332 | 39.068189 | -1.062022 | 22.127145 | 3.659093 | 2.967531 | 0.875758 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 35.359567 | 5.329696 | -2.657911 | 35.359567 | 0.659390 | 17.250670 | -0.303498 | 0.634373 | 0.235187 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 42.949093 | 3.266442 | -1.420039 | 42.949093 | -0.658535 | 31.129946 | 1.515822 | 9.901978 | 2.105246 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 39.118765 | 4.267133 | -1.848651 | 39.118765 | -0.975560 | 23.166445 | 2.509567 | 0.955477 | 0.096937 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 13.949751 | 1.762277 | -0.992607 | 7.632874 | -0.045727 | 13.949751 | 0.975304 | 2.298661 | 0.951879 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 46.843816 | 4.271769 | -1.556693 | 46.843816 | 0.210743 | 31.433387 | 9.137697 | 4.461783 | 0.712548 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 35.931553 | -1.641282 | 5.777064 | 0.728805 | 35.931553 | 8.415702 | 12.733859 | 0.874373 | 3.368253 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 38.089531 | -2.285268 | 3.363210 | 1.872756 | 38.089531 | 2.348009 | 19.410308 | -0.104608 | 1.845440 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 31.760531 | -2.431548 | 6.665468 | -0.167261 | 22.891403 | 6.185049 | 31.760531 | 0.996059 | 3.186097 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 22.670854 | -2.053629 | 2.423407 | 1.018837 | 22.402489 | 2.305900 | 22.670854 | -0.470460 | 0.800237 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 30.780550 | 3.293275 | -2.048935 | 30.780550 | 1.513506 | 11.163776 | 5.234541 | 1.236474 | 0.603257 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 34.734168 | 2.662408 | -1.853336 | 34.734168 | 1.099649 | 22.863050 | 3.044203 | 0.018239 | 0.114518 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 42.298142 | -2.249347 | 5.493381 | -0.269622 | 30.540090 | 14.311064 | 42.298142 | 1.940210 | 4.549798 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 33.778296 | -1.884007 | 6.072281 | -0.598863 | 33.778296 | 8.092809 | 12.551133 | 0.490580 | 1.938450 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 37.347730 | -2.129127 | 3.813391 | 0.413327 | 37.347730 | 3.075640 | 19.319958 | 0.779226 | 2.169530 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 25.329590 | -1.510837 | 1.832691 | 0.063339 | 25.329590 | 5.716580 | 19.644125 | 0.493576 | 1.296976 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 38.605682 | 1.929141 | -1.853986 | 22.884550 | -0.501026 | 38.605682 | 7.783273 | 1.041940 | 0.183482 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 27.841576 | -1.624774 | 1.235267 | 19.828902 | 16.760337 | -0.274060 | 27.841576 | 3.710749 | 2.733722 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | ee Power | 23.316980 | 2.347678 | 6.503634 | 5.545129 | 23.316980 | 15.977444 | 3.824460 | 4.185467 | -4.799643 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 20.194279 | 3.957114 | 0.308628 | 3.808848 | 1.175759 | 0.298092 | 20.194279 | -3.179623 | 2.385544 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | ee Power | 28.036900 | 5.693468 | 0.763715 | 28.036900 | 1.542576 | 6.171039 | 14.614578 | -1.643091 | 0.127474 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 14.296566 | -0.193782 | 2.692752 | 1.028843 | 2.426712 | 14.296566 | -0.742770 | 2.527686 | -3.284089 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | ee Power | 21.043202 | 3.869032 | 0.157684 | 21.043202 | 2.175401 | 6.979349 | 17.075770 | -2.204750 | 0.396069 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 10.227307 | 2.655465 | -0.264339 | 2.559757 | 0.632851 | -0.311848 | 10.227307 | -2.427630 | -0.197247 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Shape | 12.063600 | 12.063600 | 10.539761 | 10.032058 | 9.264320 | 2.993512 | 2.350958 | 3.714580 | 2.092090 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Discontinuties | 10.288762 | 6.071319 | 6.107126 | 1.664279 | 1.639998 | 2.167885 | 0.708562 | 10.288762 | 6.089194 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 24.703677 | 15.717493 | 18.435981 | 23.391618 | 24.703677 | 6.754173 | 12.379639 | 2.752020 | 5.159782 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 25.574905 | 18.131662 | 16.513840 | 25.574905 | 24.447338 | 4.308249 | 2.694104 | 2.022831 | 1.200057 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 19.518094 | 16.539790 | 16.527247 | 19.518094 | 18.729190 | 4.254613 | 3.820704 | 5.547847 | 3.666695 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 27.072548 | 16.141653 | 13.797400 | 27.072548 | 25.440133 | 11.101348 | 7.129205 | 5.600732 | 3.615199 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 28.235116 | 13.543759 | 17.335743 | 26.246330 | 28.235116 | 15.691383 | 19.884723 | 16.796230 | 16.625922 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 43.568945 | 10.810431 | 21.412030 | 26.943668 | 30.238637 | 21.555024 | 43.568945 | 13.681489 | 22.617809 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 25.171929 | 13.173878 | 19.038820 | 23.284110 | 25.171929 | 10.331014 | 19.879524 | 6.810414 | 18.552326 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 49.779175 | 15.269858 | 17.545133 | 46.992663 | 49.779175 | 7.143886 | 13.020862 | 3.932110 | 7.943867 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 32.483180 | 15.716444 | 13.950043 | 32.483180 | 30.190289 | 21.910181 | 14.349885 | 5.438007 | 3.021592 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 30.644869 | 18.236603 | 16.063976 | 30.644869 | 28.173262 | 28.289154 | 21.839717 | 2.319988 | 1.248805 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 35.623202 | 25.598044 | 26.921482 | 34.110751 | 35.623202 | 21.700307 | 21.054441 | 4.910120 | 5.170811 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 41.970501 | 20.063396 | 17.591885 | 41.970501 | 39.973771 | 16.701029 | 10.160841 | 3.212976 | 2.110989 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Discontinuties | 15.299309 | 12.943248 | 14.745030 | 7.173619 | 8.772988 | 2.387549 | 5.226332 | 9.297327 | 15.299309 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 71.027872 | 20.303096 | 18.409762 | 20.735284 | 19.421440 | 71.027872 | 64.435477 | 3.783885 | 1.810740 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Shape | 13.878954 | 10.768083 | 13.878954 | 8.973454 | 10.093885 | -0.065386 | -0.497074 | 0.897022 | 2.099702 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Shape | 15.038851 | 12.873199 | 15.038851 | 5.006531 | 5.982598 | 2.882556 | 9.044397 | 6.230954 | 11.919863 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | ee Temporal Discontinuties | 1895.115839 | 138.974675 | 248.321622 | 82.641541 | 63.090882 | 834.849376 | 436.648437 | 1895.115839 | 960.565159 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Discontinuties | 12.063041 | -0.185277 | -0.082782 | 0.761510 | 0.692518 | 2.611578 | 2.436369 | 12.063041 | 7.314513 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 29.936743 | 20.188742 | 17.708610 | 24.182163 | 22.699934 | 29.936743 | 19.987524 | 3.022445 | 1.747508 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 2.871184 | 2.540156 | 2.236223 | 2.871184 | 2.417118 | 1.013407 | 0.005665 | 1.422648 | 0.453573 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Discontinuties | 15.031987 | 5.548642 | 5.281541 | 3.883585 | 3.569437 | 3.949889 | 3.470413 | 15.031987 | 8.665463 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Shape | 36.051376 | 32.719707 | 36.051376 | 25.373934 | 26.502639 | 14.000491 | 11.681720 | 2.629450 | 3.708079 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Discontinuties | 9.330118 | -0.430564 | -0.075764 | 0.482342 | 0.707301 | 1.221098 | 1.594579 | 5.098963 | 9.330118 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | ee Temporal Variability | 39.959586 | 33.108987 | 35.195940 | 36.142477 | 37.661930 | 39.959586 | 36.055827 | 5.803271 | 7.890274 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Shape | 33.880626 | 33.880626 | 29.973045 | 30.728641 | 29.486145 | 32.126804 | 28.960016 | 10.585756 | 7.732048 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | ee Temporal Variability | 36.741558 | 28.551124 | 26.812805 | 32.793893 | 31.736176 | 33.282099 | 36.741558 | 15.776048 | 12.320504 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 37.477815 | 23.787587 | 26.357786 | 35.830248 | 37.477815 | 24.717795 | 26.295294 | 1.205963 | 2.058728 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | ee Temporal Variability | 49.069550 | 26.268427 | 25.104239 | 41.295345 | 40.098552 | 45.268313 | 49.069550 | 9.568767 | 8.031363 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 33.120493 | 28.688939 | 27.909271 | 33.120493 | 32.099714 | 29.005885 | 30.887450 | 6.099743 | 5.932486 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 26.915124 | 15.999920 | 19.494547 | 25.670322 | 26.915124 | 14.132546 | 21.613482 | 7.748650 | 8.739996 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 48.813595 | 24.998723 | 24.855238 | 48.813595 | 47.569887 | 35.959935 | 34.491916 | 33.568126 | 29.561307 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 44.878161 | 25.910411 | 26.400676 | 43.597711 | 44.878161 | 30.912088 | 29.573381 | 1.211334 | 1.433994 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 45.797061 | 28.462165 | 27.043631 | 45.797061 | 44.737825 | 27.513469 | 27.774969 | 1.260107 | 0.873715 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Temporal Variability | 69.528261 | 22.852123 | 25.536558 | 35.812566 | 37.406924 | 66.725835 | 69.528261 | 4.851205 | 7.035820 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 44.360800 | 23.398527 | 24.272150 | 43.373229 | 44.360800 | 36.556973 | 36.764641 | 4.280948 | 4.647267 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | ee Temporal Variability | 46.797922 | 20.588121 | 18.680370 | 45.239475 | 43.558438 | 45.128690 | 46.797922 | 10.434667 | 7.736229 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Power | 48.682536 | 22.718451 | 22.204027 | 48.682536 | 47.408158 | 47.853808 | 47.690563 | 14.565946 | 10.631553 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145 | N14 | RF_maintenance | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |